Confidence scoring
A confidence note explains overlap—not guilt.
Different clues carry different strengths. CheaterBusting keeps those strengths and conflicts visible so you can review a possible match calmly.
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Private report
Sample · details hidden
76%
Sample report
Possible match found
- Name matchStrong
- Same cityPartial
- Recently activeYes
- Photo matchMaybe
- How sure we are76%
- RememberNot proof on its own
Where we looked
+ more
Details hidden j••@••••.com
This is a sample. Real names, photos, and details are always hidden.
Signals considered together
- Name or known nickname
- Age or plausible age range
- City and travel-area overlap
- Photo similarity
- Visible profile freshness or changes when available
Why one clue is never enough
Common names, reused photos, stale locations, and incomplete profiles create false positives. Stronger candidates align across several independent details.
What lowers confidence
- Conflicting age or location
- Poor-quality or outdated photos
- Generic names
- Insufficient visible evidence
- Signals that cannot be independently checked
Is confidence an accuracy percentage?
No. It is a review aid describing signal agreement, not a laboratory probability or guarantee.
Can confidence change?
Yes. Better photos, corrected locations, or newer visible evidence can strengthen or weaken a candidate.
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